Agent skill · marketing growth · jeremylongshore
cursor-known-pitfalls
Avoid common Cursor IDE pitfalls: AI feature mistakes, security gotchas,
Why this skill is useful
Provides specific solutions and configurations for avoiding common pitfalls in the Cursor IDE that the AI wouldn't reliably generate on its own.
What it needs
About 5k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Cursor Known Pitfalls Overview Use these pitfalls as preflight checks for AI-assisted work: context leakage, over-broad edits, stale rules, unsupported assumptions, and misplaced trust in generated output. Prerequisites Project rules, data classification, and a normal review/test path for the work. A non-sensitive reproduction or sample when evaluating a Cursor behavior. Instructions 1. Identify the relevant pitfall before accepting a suggestion or changing configuration. 2. Narrow context and task scope, then verify the resulting diff and tests. 3. Record recurring failures in reviewed rules or team guidance rather than relying on memory. Output A documented prevention or remediation action tied to a specific Cursor failure mode. Error Handling Condition Safe response --- --- AI output is plausible but unverified Treat it as a proposal and run normal review/tests. Context contains excluded material Stop, remove it, and follow exposure policy. Rule causes repeated wrong output Revise it through review and test on a fixture. Examples Before accepting a multi-file refactor, check that it has an explicit file list, does not include secret/generated paths, and has tests. Reject broad changes and split the request when any of those checks fail. Common Cursor IDE pitfalls and their solutions. Organized by category: AI behavior, security, configuration, performance, and team collaboration. AI Feature Pitfalls Pitfall 1: Blindly Applying Composer Changes Problem: Clicking "Apply All" without reviewing diffs. Composer can generate code with wrong imports, hallucinated APIs, or logic errors. Solution: Pitfall 2: Context Window Overflow Problem: Adding too many @Files, @Folders, and @Codebase references. The model silently drops information, leading to: Ignoring your instructions Repeating itself Generating generic instead of project-specific code Solution: Pitfall 3: Continuing Stale Conversations Problem: Reusing a 20+ turn conversation for a new task. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/cursor-known-pitfalls--95d5fa